






"""simple docstring"""


import os
from shutil import copyfile
from typing import List, Optional, Tuple

from ...tokenization_utils import AddedToken
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import is_sentencepiece_available, logging


if is_sentencepiece_available():
		from .tokenization_barthez import BarthezTokenizer
else:
		__SCREAMING_SNAKE_CASE   =   None

__SCREAMING_SNAKE_CASE   =   logging.get_logger(__name__)

__SCREAMING_SNAKE_CASE   =   {'vocab_file': 'sentencepiece.bpe.model', 'tokenizer_file': 'tokenizer.json'}

__SCREAMING_SNAKE_CASE   =   {
    'vocab_file': {
        'moussaKam/mbarthez': 'https://huggingface.co/moussaKam/mbarthez/resolve/main/sentencepiece.bpe.model',
        'moussaKam/barthez': 'https://huggingface.co/moussaKam/barthez/resolve/main/sentencepiece.bpe.model',
        'moussaKam/barthez-orangesum-title': (
            'https://huggingface.co/moussaKam/barthez-orangesum-title/resolve/main/sentencepiece.bpe.model'
        ),
    },
    'tokenizer_file': {
        'moussaKam/mbarthez': 'https://huggingface.co/moussaKam/mbarthez/resolve/main/tokenizer.json',
        'moussaKam/barthez': 'https://huggingface.co/moussaKam/barthez/resolve/main/tokenizer.json',
        'moussaKam/barthez-orangesum-title': (
            'https://huggingface.co/moussaKam/barthez-orangesum-title/resolve/main/tokenizer.json'
        ),
    },
}

__SCREAMING_SNAKE_CASE   =   {
    'moussaKam/mbarthez': 10_24,
    'moussaKam/barthez': 10_24,
    'moussaKam/barthez-orangesum-title': 10_24,
}

__SCREAMING_SNAKE_CASE   =   '▁'




class 						__UpperCamelCase     (     UpperCamelCase						):
					lowercase_    :				List[Any]      =  VOCAB_FILES_NAMES
					lowercase_    :				Tuple      =  PRETRAINED_VOCAB_FILES_MAP
					lowercase_    :				List[str]      =  PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
					lowercase_    :				List[Any]      =  ["""input_ids""", """attention_mask"""]
					lowercase_    :				List[str]      =  BarthezTokenizer
					def __init__(							self							:	Optional[int]     , UpperCAmelCase							:	Union[str, Any]=None     , UpperCAmelCase							:	Optional[int]=None     , UpperCAmelCase							:	str="<s>"     , UpperCAmelCase							:	Dict="</s>"     , UpperCAmelCase							:	Optional[Any]="</s>"     , UpperCAmelCase							:	str="<s>"     , UpperCAmelCase							:	str="<unk>"     , UpperCAmelCase							:	str="<pad>"     , UpperCAmelCase							:	Any="<mask>"     , **UpperCAmelCase							:	str     , )	->       Any:
											# Mask token behave like a normal word, i.e. include the space before it
											lowerCAmelCase   :int						=			AddedToken(UpperCAmelCase     , lstrip=UpperCAmelCase     , rstrip=UpperCAmelCase   ) if isinstance(UpperCAmelCase     , UpperCAmelCase   ) else mask_token

											super().__init__(
											    UpperCAmelCase     , tokenizer_file=UpperCAmelCase     , bos_token=UpperCAmelCase     , eos_token=UpperCAmelCase     , unk_token=UpperCAmelCase     , sep_token=UpperCAmelCase     , cls_token=UpperCAmelCase     , pad_token=UpperCAmelCase     , mask_token=UpperCAmelCase     , **UpperCAmelCase     , )

											lowerCAmelCase   :Dict						=			vocab_file
											lowerCAmelCase   :Any						=			False if not self.vocab_file else True
					def        UpperCAmelCase__ (							self							:	str     , UpperCAmelCase							:	List[int]     , UpperCAmelCase							:	Optional[List[int]] = None   )	->       List[int]:

											if token_ids_a is None:
																	return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
											lowerCAmelCase   :Union[str, Any]						=			[self.cls_token_id]
											lowerCAmelCase   :int						=			[self.sep_token_id]
											return cls + token_ids_a + sep + sep + token_ids_a + sep
					def        UpperCAmelCase__ (							self							:	List[Any]     , UpperCAmelCase							:	List[int]     , UpperCAmelCase							:	Optional[List[int]] = None   )	->       List[int]:
											lowerCAmelCase   :Optional[Any]						=			[self.sep_token_id]
											lowerCAmelCase   :List[str]						=			[self.cls_token_id]

											if token_ids_a is None:
																	return len(cls + token_ids_a + sep   ) * [0]
											return len(cls + token_ids_a + sep + sep + token_ids_a + sep   ) * [0]
					def        UpperCAmelCase__ (							self							:	Optional[Any]     , UpperCAmelCase							:	str     , UpperCAmelCase							:	Optional[str] = None   )	->       Tuple[str]:
											if not self.can_save_slow_tokenizer:
																	raise ValueError(
																	    'Your fast tokenizer does not have the necessary information to save the vocabulary for a slow '
																	    'tokenizer.'   )

											if not os.path.isdir(UpperCAmelCase   ):
																	logger.error(f"""Vocabulary path ({save_directory}) should be a directory"""   )
																	return
											lowerCAmelCase   :Dict						=			os.path.join(
											    UpperCAmelCase     , (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['vocab_file']   )

											if os.path.abspath(self.vocab_file   ) != os.path.abspath(UpperCAmelCase   ):
																	copyfile(self.vocab_file     , UpperCAmelCase   )

											return (out_vocab_file,)







"""simple docstring"""


import heapq as hq
import math
from collections.abc import Iterator




class 						__UpperCamelCase     :
					def __init__(							self							:	Union[str, Any]     , UpperCAmelCase							:	List[Any]   )	->       List[str]:
											lowerCAmelCase   :Dict						=			str(id_   )
											lowerCAmelCase   :str						=			None
											lowerCAmelCase   :Any						=			None
											lowerCAmelCase   :List[str]						=			[]
											lowerCAmelCase   :List[Any]						=			{}  # {vertex:distance}
					def __lt__(							self							:	Union[str, Any]     , UpperCAmelCase							:	Any   )	->       str:
											return self.key < other.key
					def __repr__(							self							:	Union[str, Any]   )	->       Dict:
											return self.id
					def        UpperCAmelCase__ (							self							:	Any     , UpperCAmelCase							:	Tuple   )	->       List[str]:
											self.neighbors.append(UpperCAmelCase   )
					def        UpperCAmelCase__ (							self							:	str     , UpperCAmelCase							:	Optional[Any]     , UpperCAmelCase							:	List[Any]   )	->       Optional[int]:
											lowerCAmelCase   :str						=			weight


def        UpperCAmelCase      (					a__     ,      a__     ,      a__     ,      a__ ):





						'''simple docstring'''






						graph[a - 1].add_neighbor(graph[b - 1] )
						graph[b - 1].add_neighbor(graph[a - 1] )
						# add the edges:
						graph[a - 1].add_edge(graph[b - 1]     ,      a__ )
						graph[b - 1].add_edge(graph[a - 1]     ,      a__ )


def        UpperCAmelCase      (					a__     ,      a__ ):





						'''simple docstring'''






						lowerCAmelCase   :List[str]						=			[]
						for u in graph:
												lowerCAmelCase   :Tuple						=			math.inf
												lowerCAmelCase   :Any						=			None
						lowerCAmelCase   :Dict						=			0
						lowerCAmelCase   :int						=			graph[:]
						while q:
												lowerCAmelCase   :str						=			min(a__ )
												q.remove(a__ )
												for v in u.neighbors:
																		if (v in q) and (u.edges[v.id] < v.key):
																								lowerCAmelCase   :List[str]						=			u
																								lowerCAmelCase   :List[Any]						=			u.edges[v.id]
						for i in range(1     ,      len(a__ ) ):
												a.append((int(graph[i].id ) + 1, int(graph[i].pi.id ) + 1) )
						return a


def        UpperCAmelCase      (					a__     ,      a__ ):





						'''simple docstring'''






						for u in graph:
												lowerCAmelCase   :List[str]						=			math.inf
												lowerCAmelCase   :str						=			None
						lowerCAmelCase   :Optional[int]						=			0

						lowerCAmelCase   :Dict						=			list(a__ )
						hq.heapify(a__ )

						while h:
												lowerCAmelCase   :Union[str, Any]						=			hq.heappop(a__ )
												for v in u.neighbors:
																		if (v in h) and (u.edges[v.id] < v.key):
																								lowerCAmelCase   :int						=			u
																								lowerCAmelCase   :List[Any]						=			u.edges[v.id]
																								hq.heapify(a__ )

						for i in range(1     ,      len(a__ ) ):
												yield (int(graph[i].id ) + 1, int(graph[i].pi.id ) + 1)


def        UpperCAmelCase      (					):





						'''simple docstring'''








if __name__ == "__main__":
		import doctest

		doctest.testmod()